{"id":39716,"date":"2025-03-28T22:02:20","date_gmt":"2025-03-28T14:02:20","guid":{"rendered":"https:\/\/17aitech.com\/?p=39716"},"modified":"2025-03-28T22:02:20","modified_gmt":"2025-03-28T14:02:20","slug":"3d%e9%a2%86%e5%9f%9fdeepseek%e3%80%8c%e6%ba%90%e7%a5%9e%e3%80%8d%e5%90%af%e5%8a%a8%ef%bc%81%e5%9b%bd%e4%ba%a7%e6%98%8e%e6%98%9f%e5%88%9b%e4%b8%9a%e5%85%ac%e5%8f%b8%ef%bc%8c%e4%b8%80%e5%8f%a3%e6%b0%94","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39716","title":{"rendered":"3D\u9886\u57dfDeepSeek\u300c\u6e90\u795e\u300d\u542f\u52a8\uff01\u56fd\u4ea7\u660e\u661f\u521b\u4e1a\u516c\u53f8\uff0c\u4e00\u53e3\u6c14\u5f00\u6e90\u516b\u5927\u9879\u76ee"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-28-11\" target=\"_blank\">3D\u9886\u57dfDeepSeek\u300c\u6e90\u795e\u300d\u542f\u52a8\uff01\u56fd\u4ea7\u660e\u661f\u521b\u4e1a\u516c\u53f8\uff0c\u4e00\u53e3\u6c14\u5f00\u6e90\u516b\u5927\u9879\u76ee<\/a><\/p>\n<p>2025 \u5f00\u5e74\uff0cDeepSeek-R1 \u7684\u6210\u529f\u5728\u5168\u7403\u6380\u8d77\u4e86\u4e00\u80a1\u5f00\u6e90\u98ce\u6f6e\uff0c\u4e0a\u4e2a\u6708\u7684\u5f00\u6e90\u5468\u66f4\u662f\u6beb\u65e0\u4fdd\u7559\u5730\u5c06\u81ea\u5df1\u7684\u591a\u9879\u6838\u5fc3\u6280\u672f\u5f00\u653e\u7ed9\u4e86\u5168\u7403\u5f00\u53d1\u8005\u3002\u8fd9\u79cd\u300c\u5b8c\u6574\u6280\u672f\u6808\u300d\u5f0f\u7684\u5f00\u6e90\u9707\u64bc\u4e86\u6574\u4e2a\u884c\u4e1a\u3002<\/p>\n<p>\u6beb\u65e0\u7591\u95ee\uff0c\u5f00\u6e90\u6b63\u6210\u4e3a\u56fd\u5185\u5916\u5927\u6a21\u578b\u5382\u5546\u7684\u300c\u6218\u7565\u5171\u8bc6\u300d\u3002\u4ece\u6587\u672c\u5230\u89c6\u89c9\uff0c\u4ece\u5bf9\u8bdd\u5230\u63a8\u7406\uff0c\u5f00\u6e90\u751f\u6001\u7684\u7e41\u8363\u6b63\u63a8\u52a8\u5927\u6a21\u578b\u6280\u672f\u5feb\u901f\u8fed\u4ee3\u3002\u5728\u8fd9\u4e00\u6ce2\u751f\u6210\u5f0f AI \u6d6a\u6f6e\u4e2d\uff0cMiniMax\u3001\u6708\u4e4b\u6697\u9762\u7b49\u516c\u53f8\u7eb7\u7eb7\u4ece\u5e94\u7528\u5c42\u56de\u5f52\u6a21\u578b\u5c42\uff0c\u805a\u7126\u5e95\u5c42\u67b6\u6784\u521b\u65b0\uff0c\u800c\u975e\u4ec5\u4f9d\u8d56\u4e0a\u5c42\u5e94\u7528\u53d8\u73b0\u3002\u8fd9\u4e00\u8d8b\u52bf\u8868\u660e\uff0c\u6a21\u578b\u672c\u8eab\u7684\u80fd\u529b\u7a81\u7834\uff0c\u800c\u975e\u5355\u7eaf\u7684\u4ea7\u54c1\u5305\u88c5\uff0c\u6b63\u6210\u4e3a\u884c\u4e1a\u7ade\u4e89\u7684\u6838\u5fc3\u3002<\/p>\n<p>\u5728 3D \u751f\u6210\u8fd9\u4e00\u5c1a\u672a\u88ab\u5b8c\u5168\u5b9a\u4e49\u7684\u9886\u57df\uff0cVAST \u6b63\u4ee5\u5f00\u6e90\u5148\u950b\u7684\u59ff\u6001\u91cd\u65b0\u5212\u5b9a\u884c\u4e1a\u6807\u51c6\u3002\u8fd9\u5bb6\u4e13\u6ce8\u4e8e 3D \u751f\u6210\u8d5b\u9053\u7684\u516c\u53f8\uff0c\u6b63\u901a\u8fc7\u81ea\u4e3b\u7814\u53d1\u6253\u9020\u9762\u5411\u4e09\u7ef4\u5185\u5bb9\u521b\u4f5c\u7684\u5f00\u6e90\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<p>3 \u6708 28 \u65e5\uff0c\u4e13\u6ce8\u4e8e\u6784\u5efa\u901a\u7528 3D \u5927\u6a21\u578b\u7684 VAST \u4e00\u53e3\u6c14\u5f00\u6e90\u4e86\u4e24\u4e2a 3D \u751f\u6210\u9879\u76ee \u2014\u2014TripoSG \u548c TripoSF\u3002\u524d\u8005\u662f\u4e00\u6b3e\u57fa\u7840 3D \u751f\u6210\u6a21\u578b\uff0c\u5728\u56fe\u50cf\u5230 3D \u751f\u6210\u4efb\u52a1\u4e0a\u8fdc\u8d85\u6240\u6709\u95ed\u6e90\u6a21\u578b\uff1b\u540e\u8005\u5219\u662f VAST \u65b0\u4e00\u4ee3\u4e09\u7ef4\u57fa\u7840\u6a21\u578b TripoSF \u80fd\u5728\u6240\u6709\u95ed\u6e90\u6a21\u578b\u4e2d\u540c\u6837\u53d6\u5f97 SOTA \u7684\u57fa\u7840\u7ec4\u4ef6\uff0c\u7528\u4e8e\u9ad8\u5206\u8fa8\u7387\u7684\u4e09\u7ef4\u91cd\u5efa\u548c\u751f\u6210\u4efb\u52a1\u3002<\/p>\n<p>VAST \u5ba3\u5e03\uff0c\u5373\u65e5\u8d77\uff0cTripoSG 15 \u4ebf\u53c2\u6570\u5c0f\u6a21\u578b\uff08\u975e MoE \u7248\u672c\u3001\u5728 2048 token \u7684\u6f5c\u7a7a\u95f4\u4e0a\u8fd0\u884c\uff09\u7684\u6743\u91cd\u3001\u63a8\u7406\u4ee3\u7801\u548c\u4ea4\u4e92\u5f0f\u6f14\u793a Demo \u5c06\u901a\u8fc7 GitHub \u548c Hugging Face \u7edf\u7edf\u63d0\u4f9b\u7ed9 AI \u793e\u533a\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-111cee34f5ee9ddb299dbb7a82623f3c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-111cee34f5ee9ddb299dbb7a82623f3c.png\"><\/a><\/section>\n<ul>\n<li>\n<p>Homepage\uff1ahttps:\/\/yg256li.github.io\/TripoSG-Page\/<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587 ArXiv\uff1ahttps:\/\/arxiv.org\/abs\/2502.06608<\/p>\n<\/li>\n<li>\n<p>GitHub \u4ee3\u7801\uff1ahttps:\/\/github.com\/VAST-AI-Research\/TripoSG<\/p>\n<\/li>\n<li>\n<p>Hugging Face \u6a21\u578b\u6743\u91cd\uff1ahttps:\/\/huggingface.co\/VAST-AI\/TripoSG<\/p>\n<\/li>\n<li>\n<p>Hugging Face \u6f14\u793a\uff1ahttps:\/\/huggingface.co\/spaces\/VAST-AI\/TripoSG<\/p>\n<\/li>\n<\/ul>\n<p>\u540c\u65f6\uff0cTripoSF VAE \u7684\u9884\u8bad\u7ec3\u6a21\u578b\u53ca\u76f8\u5173\u7684\u63a8\u7406\u4ee3\u7801\u4e5f\u540c\u6b65\u5f00\u6e90\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0f9667a74152343bb6215329c1560694.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0f9667a74152343bb6215329c1560694.png\"><\/a><\/section>\n<ul>\n<li>\n<p>Homepage\uff1ahttps:\/\/xianglonghe.github.io\/TripoSF\/<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587 ArXiv\uff1ahttps:\/\/arxiv.org\/abs\/2503.21732<\/p>\n<\/li>\n<li>\n<p>GitHub \u4ee3\u7801\uff1ahttps:\/\/github.com\/VAST-AI-Research\/TripoSF<\/p>\n<\/li>\n<li>\n<p>Hugging Face \u6a21\u578b\u6743\u91cd\uff1ahttps:\/\/huggingface.co\/VAST-AI\/TripoSF<\/p>\n<\/li>\n<\/ul>\n<p>\u8fd9\u610f\u5473\u7740\uff0c\u6574\u4e2a 3D AI \u793e\u533a\u591a\u4e86 SOTA \u7ea7\u57fa\u7840\u6a21\u578b\uff0c\u8fd9\u5c06\u5927\u5927\u964d\u4f4e\u5165\u95e8\u95e8\u69db\u548c\u521b\u4f5c\u95e8\u69db\uff0c\u8ba9\u5f00\u53d1\u8005\u3001\u521b\u4f5c\u8005\u7528\u4e0a\u5f3a\u5927\u7684 3D \u751f\u4ea7\u529b\u5de5\u5177\uff0c\u5e76\u52a0\u901f\u89c6\u89c9\u7279\u6548\uff08VFX\uff09\u3001\u6e38\u620f\u5f00\u53d1\u3001\u5177\u8eab\u667a\u80fd\u3001\u4ea7\u54c1\u8bbe\u8ba1\u7b49 3D \u573a\u666f\u7684\u6df1\u5ea6\u5e94\u7528\u3002<\/p>\n<p>\u5f53\u7136\uff0cVAST \u7684\u5f00\u6e90\u300c\u91ce\u5fc3\u300d\u4e0d\u6b62\u4e8e\u6b64\uff01<\/p>\n<p>\u63a5\u4e0b\u6765\u4e00\u76f4\u5230 4 \u6708 18 \u65e5\uff0c\u4ed6\u4eec\u8fd8\u5c06\u7ee7\u7eed\u5f00\u6e90\u53e6\u5916\u4e00\u7cfb\u5217 3D \u751f\u6210\u9879\u76ee\uff0c\u6db5\u76d6\u4e86\u4e09\u7ef4\u90e8\u4ef6\u8865\u5168\u6a21\u578b\u3001\u901a\u7528\u4e09\u7ef4\u6a21\u578b\u7ed1\u5b9a\u751f\u6210\u6a21\u578b\u3001\u4e09\u7ef4\u51e0\u4f55\u7cbe\u7ec6\u5316\u6a21\u578b\u4ee5\u53ca SIGGRAPH Asia 2024 RTL \u6536\u5f55\u7684\u4ea4\u4e92\u5f0f\u8349\u56fe\u751f\u4e09\u7ef4\u6a21\u578b\u3002<\/p>\n<p>\u518d\u52a0\u4e0a\u6b64\u524d\u5f00\u6e90\u7684\u5355\u5f20\u56fe\u50cf\u751f\u6210 3D \u573a\u666f\u6a21\u578b MIDI \u4ee5\u53ca\u591a\u89c6\u89d2\u56fe\u50cf\u751f\u6210\u6a21\u578b MV-Adapter\uff0c\u4ece\u901a\u7528\u5927\u6a21\u578b\u5230\u7ec4\u4ef6\u8865\u5168\u3001\u9aa8\u9abc\u7ed1\u5b9a\u6a21\u578b\u3001\u518d\u5230 3D \u6a21\u578b\u7684\u8d85\u5206\u8fa8\u7387\u7b49\u6280\u672f\uff0c\u4e00\u5957\u4ece\u57fa\u7840\u5230\u7ec6\u8282\u7684\u5b8c\u6574 3D AI \u751f\u6210\u4f53\u7cfb\u5373\u5c06\u5b8c\u5168\u5c55\u793a\u7ed9\u5168\u7403\u793e\u533a\u3002<\/p>\n<ul>\n<li>\n<p>MIDI \u4ee3\u7801\uff1ahttps:\/\/github.com\/VAST-AI-Research\/MIDI-3D<\/p>\n<\/li>\n<li>\n<p>MV-Adapter \u4ee3\u7801\uff1ahttps:\/\/github.com\/huanngzh\/MV-Adapter<\/p>\n<\/li>\n<\/ul>\n<p>VAST \u7684 3D\u300c\u5f00\u6e90\u6708\u300d\u5e72\u8d27\u6ee1\u6ee1\uff0c\u53c8\u4e00\u6b21\u8ba9\u5f00\u6e90\u793e\u533a\u5145\u6ee1\u4e86\u671f\u5f85\u3002<\/p>\n<p><strong>TripoSG\uff1aMoE Transformer \u5f00\u542f\u9ad8\u4fdd\u771f 3D \u751f\u6210\u65b0\u8303\u5f0f<\/strong><\/p>\n<p>\u8fd9\u4e24\u5929\uff0c\u6c89\u5bc2\u8bb8\u4e45\u7684 AI \u751f\u56fe\u518d\u6b21\u706b\u4e86\u8d77\u6765\u3002<\/p>\n<p>\u8c37\u6b4c\u548c OpenAI \u5148\u540e\u4e0a\u7ebf\u5520\u55d1 P \u56fe\u529f\u80fd\uff0c\u793e\u4ea4\u5e73\u53f0\u4e0a\u7f51\u53cb\u4eec\u75af\u72c2\u6574\u6d3b\uff0c\u5c31\u8fde\u8001\u677f\u5965\u7279\u66fc\u7684 X \u5934\u50cf\u90fd\u7528 AI \u6362\u6210\u4e86\u65e5\u6f2b\u98ce\u683c\u3002<\/p>\n<p>AI \u89c6\u9891\u5708\u66f4\u662f\u300c\u8dd1\u9a6c\u5708\u5730\u300d\uff0c\u5404\u5bb6\u6a21\u578b\u9694\u4e09\u5dee\u4e94\u5c31\u4e0a\u65b0\u4e00\u6ce2\u3002<\/p>\n<p>\u540c\u6837\u5730\uff0c3D \u751f\u6210\u9886\u57df\u7684\u8fdb\u5316\u901f\u5ea6\u4e5f\u662f\u7a81\u98de\u731b\u8fdb\uff0c\u4f46\u662f\u9ad8\u8d28\u91cf 3D \u5185\u5bb9\u7684\u81ea\u52a8\u5316\u751f\u6210\u4ecd\u9762\u4e34\u8bf8\u591a\u6280\u672f\u74f6\u9888\uff0c\u6bd4\u5982\u6570\u636e\u83b7\u53d6\u3001\u51e0\u4f55\u8868\u793a\u590d\u6742\u6027\u548c\u6a21\u578b\u89c4\u6a21\u5316\u7b49\u3002<\/p>\n<p>\u4e3a\u4e86\u7834\u89e3\u8fd9\u4e9b\u96be\u9898\uff0cVAST \u521b\u9020\u6027\u5730\u5c06\u5927\u89c4\u6a21\u6587\u672c\u3001\u56fe\u50cf\u548c\u89c6\u9891\u5408\u6210\u9886\u57df\u7684\u6210\u529f\u8303\u5f0f\u5f15\u5165 3D \u9886\u57df\uff0c\u63a8\u51fa\u5e76\u5f00\u6e90\u4e86\u57fa\u7840 3D \u751f\u6210\u6a21\u578b TripoSG\u3002<\/p>\n<p>\u4e0e\u4ee5\u5f80\u6a21\u578b\u76f8\u6bd4\uff0cTripoSG \u5728\u8d28\u91cf\u3001\u7ec6\u8282\u548c\u4fdd\u771f\u5ea6\u4e0a\u5b9e\u73b0\u4e86\u91cd\u5927\u7a81\u7834\uff0c\u80fd\u591f\u76f4\u63a5\u4ece\u5355\u5f20\u8f93\u5165\u56fe\u50cf\u751f\u6210\u7ec6\u8282\u60ca\u8273\u7684 3D \u7f51\u683c\u6a21\u578b\uff0c\u5e76\u4e14\u751f\u6210\u6548\u679c\u8fbe\u5230\u4e86\u4e1a\u754c\u6700\u4f73\u6c34\u5e73\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f63a182d87b1445707b41d958cb366b0.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f63a182d87b1445707b41d958cb366b0.gif\"><\/a><\/section>\n<p>\u90a3\u4e48\uff0c\u8be5\u6a21\u578b\u80cc\u540e\u53c8\u85cf\u7740\u54ea\u4e9b\u6280\u672f\u4eae\u70b9\u5462\uff1f<\/p>\n<p>\u9996\u5148\uff0cTripoSG \u7387\u5148\u5c06\u57fa\u4e8e\u6821\u6b63\u6d41 (Rectified Flow, RF) \u7684 Transformer \u67b6\u6784\u5e94\u7528\u4e8e 3D \u5f62\u72b6\u751f\u6210\u3002\u76f8\u8f83\u4e8e\u4f20\u7edf\u7684\u6269\u6563\u6a21\u578b\uff0cRF \u63d0\u4f9b\u4e86\u4ece\u566a\u58f0\u5230\u6570\u636e\u4e4b\u95f4\u66f4\u7b80\u6d01\u7684\u7ebf\u6027\u8def\u5f84\u5efa\u6a21\uff0c\u6709\u52a9\u4e8e\u5b9e\u73b0\u66f4\u7a33\u5b9a\u3001\u9ad8\u6548\u7684\u8bad\u7ec3\u3002\u7ed3\u5408 Transformer \u67b6\u6784\u5df2\u88ab\u9a8c\u8bc1\u7684\u53ef\u6269\u5c55\u6027\u548c\u5353\u8d8a\u6027\u80fd\uff0c\u6784\u6210\u4e86 TripoSG \u7684\u5f3a\u5927\u6838\u5fc3\u3002\u5176\u6700\u5927\u7684\u7814\u7a76\u6a21\u578b\u53c2\u6570\u91cf\u8fbe\u5230 40 \u4ebf\uff0c\u53ef\u751f\u6210\u7531 4096 \u4e2a Latent Token \u8868\u793a\u7684\u5f62\u72b6\uff0c\u4ece\u800c\u5b9e\u73b0\u8d85\u4e4e\u5bfb\u5e38\u7684\u7ec6\u8282\u8868\u73b0\u529b\u3002<\/p>\n<p>\u5176\u6b21\u5728\u6a21\u578b\u67b6\u6784\u4e0a\uff0cTripoSG \u57fa\u4e8e Transformer \u57fa\u7840\uff0c\u878d\u5408\u4e86\u5305\u62ec\u8df3\u8dc3\u8fde\u63a5\u5728\u5185\u7684\u5173\u952e\u589e\u5f3a\u8bbe\u8ba1\uff0c\u4ee5\u6539\u5584\u8de8\u5c42\u7279\u5f81\u878d\u5408\u3002\u72ec\u7acb\u7684\u4ea4\u53c9\u6ce8\u610f\u529b\u673a\u5236\u80fd\u591f\u9ad8\u6548\u5730\u6ce8\u5165\u5168\u5c40\uff08CLIP\uff09\u548c\u5c40\u90e8\uff08DINOv2\uff09\u56fe\u50cf\u7279\u5f81\uff0c\u786e\u4fdd\u8f93\u5165\u56fe\u50cf\u4e0e\u8f93\u51fa 3D \u5f62\u72b6\u4e4b\u95f4\u7684\u7cbe\u51c6\u5bf9\u9f50\u3002<\/p>\n<p>\u4e3a\u4e86\u9ad8\u6548\u6269\u5c55\u6a21\u578b\u89c4\u6a21\uff0c\u4ed6\u4eec\u5728 Transformer \u6a21\u5757\u4e2d\u96c6\u6210\u4e86\u6df7\u5408\u4e13\u5bb6\u6a21\u578b\u5c42\u3002\u8fd9\u4e00\u7b56\u7565\u5141\u8bb8\u5728\u51e0\u4e4e\u4e0d\u589e\u52a0\u63a8\u7406\u8ba1\u7b97\u6210\u672c\u7684\u524d\u63d0\u4e0b\u663e\u8457\u63d0\u5347\u6a21\u578b\u5bb9\u91cf\uff0c\u5e76\u91cd\u70b9\u5e94\u7528\u4e8e\u7f51\u7edc\u4e2d\u66f4\u6df1\u3001\u66f4\u5173\u952e\u7684\u5c42\u7ea7\u3002<\/p>\n<p>\u5bf9\u4e8e 3D \u751f\u6210\u6765\u8bf4\uff0c\u6f5c\u7a7a\u95f4\u8868\u793a\u7684\u8d28\u91cf\u81f3\u5173\u91cd\u8981\u3002\u5b83\u4e0d\u4ec5\u662f\u751f\u6210\u6a21\u578b\u7684\u300c\u9aa8\u67b6\u300d\uff0c\u66f4\u662f\u51b3\u5b9a\u751f\u6210\u7ed3\u679c\u662f\u5426\u771f\u5b9e\u3001\u9ad8\u6548\u3001\u53ef\u63a7\u7684\u6838\u5fc3\u3002<\/p>\n<p>\u4e3a\u6b64\uff0cVAST \u56e2\u961f\u5f00\u53d1\u4e86\u4e00\u79cd\u9ad8\u6548\u7684\u53d8\u5206\u81ea\u7f16\u7801\u5668 (VAE)\uff0c\u91c7\u7528\u7b26\u53f7\u8ddd\u79bb\u51fd\u6570 (Signed Distance Functions, SDFs) \u8fdb\u884c\u51e0\u4f55\u8868\u793a\uff0c\u76f8\u8f83\u4e8e\u6b64\u524d\u5e38\u7528\u7684\u4f53\u7d20\u5360\u7528\u6805\u683c\u5177\u6709\u66f4\u9ad8\u7684\u7cbe\u5ea6\u3002<\/p>\n<p>\u66f4\u4e3a\u5173\u952e\u7684\u662f\uff0cTripoSG \u8fd8\u5f15\u5165\u4e86\u4e00\u79cd\u6df7\u5408\u76d1\u7763\u8bad\u7ec3\u7b56\u7565\uff0c\u5c06\u6807\u51c6\u7684 SDF \u635f\u5931\u4e0e\u8868\u9762\u6cd5\u7ebf\u5f15\u5bfc (surface normal guidance) \u548c \u7a0b\u51fd\u65b9\u7a0b\u635f\u5931 (eikonal loss) \u76f8\u7ed3\u5408\uff0c\u4fc3\u4f7f VAE \u5b66\u4e60\u5230\u66f4\u51c6\u786e\u3001\u7ec6\u8282\u66f4\u4e30\u5bcc\u7684\u51e0\u4f55\u8868\u793a\uff0c\u6709\u6548\u907f\u514d\u4e86\u5176\u4ed6\u65b9\u6cd5\u4e2d\u5e38\u89c1\u7684\u7455\u75b5\uff0c\u4e3a\u540e\u7eed\u7684\u6d41\u6a21\u578b\u63d0\u4f9b\u4e86\u8d28\u91cf\u66f4\u9ad8\u7684\u6f5c\u7a7a\u95f4\u3002\u6b64\u5916\uff0c\u57fa\u4e8e Transformer \u7684 VAE \u67b6\u6784\u4e5f\u5c55\u73b0\u51fa\u5f3a\u5927\u7684\u5206\u8fa8\u7387\u6cdb\u5316\u80fd\u529b\uff0c\u65e0\u9700\u91cd\u65b0\u8bad\u7ec3\u5373\u53ef\u5904\u7406\u66f4\u9ad8\u5206\u8fa8\u7387\u7684\u8f93\u5165\u3002<\/p>\n<p>\u5927\u6a21\u578b\u8bad\u7ec3\u9700\u8981\u5927\u89c4\u6a21\u3001\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u96c6\uff0c\u4f46\u76f4\u63a5\u4f7f\u7528\u6765\u81ea Objaverse \u7b49\u516c\u5171\u6570\u636e\u6e90\u7684\u539f\u59cb\u6570\u636e\u7531\u4e8e\u6570\u636e\u8d28\u91cf\u3001\u591a\u6837\u6027\u7b49\u539f\u56e0\u4f1a\u5bfc\u81f4\u6a21\u578b\u6027\u80fd\u6b20\u4f73\uff0c\u4e8e\u662f VAST \u56e2\u961f\u5f00\u53d1\u4e86\u4e00\u5957\u5b8c\u5584\u7684\u6570\u636e\u6784\u5efa\u4e0e\u6cbb\u7406\u6d41\u6c34\u7ebf\uff0c\u5305\u62ec\u8d28\u91cf\u8bc4\u5206\u3001\u6570\u636e\u7b5b\u9009\u3001\u4fee\u590d\u4e0e\u589e\u5f3a\u3001SDF \u6570\u636e\u751f\u4ea7\u7b49\u73af\u8282\u3002\u901a\u8fc7\u8fd9\u4e00\u7cbe\u7ec6\u5316\u6d41\u7a0b\uff0cTripoSG \u6784\u5efa\u4e86\u4e00\u4e2a\u5305\u542b 200 \u4e07\u9ad8\u8d28\u91cf\u300c\u56fe\u50cf &#8211; SDF\u300d\u8bad\u7ec3\u6837\u672c\u5bf9\u7684\u6570\u636e\u96c6\u3002\u6d88\u878d\u5b9e\u9a8c\u4e5f\u8bc1\u660e\uff0c\u5728\u6b64\u9ad8\u8d28\u91cf\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u7684\u6a21\u578b\u6027\u80fd\u663e\u8457\u4f18\u4e8e\u5728\u66f4\u5927\u89c4\u6a21\u3001\u4f46\u672a\u7ecf\u8fc7\u6ee4\u7684\u539f\u59cb\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u7684\u6a21\u578b\u3002<\/p>\n<p>\u5728\u8fd9\u4e00\u7cfb\u5217\u6280\u672f\u52a0\u6301\u4e0b\uff0cTripoSG \u5728 3D \u5185\u5bb9\u81ea\u52a8\u5316\u751f\u6210\u9886\u57df\u53d6\u5f97\u4e86\u663e\u8457\u7684\u8fdb\u5c55\u3002<\/p>\n<p>\u636e Normal-FID \u7b49\u91cf\u5316\u6307\u6807\u8bc4\u4f30\uff0c\u4ee5\u53ca\u57fa\u4e8e\u5927\u578b\u591a\u6a21\u6001\u6a21\u578b\u7684\u5b9a\u6027\u8bc4\u4f30\u663e\u793a\uff0cTripoSG \u65e0\u8bba\u662f\u5728\u751f\u6210\u901f\u5ea6\u548c\u8d28\u91cf\u4e0a\uff0c\u8fd8\u662f\u5bf9\u5927\u89c4\u6a21 3D \u6570\u636e\u7684\u9ad8\u6548\u5229\u7528\u548c\u5904\u7406\u4e0a\uff0c\u90fd\u6bd4\u5148\u524d\u7684 SOTA \u65b9\u6cd5\u66f4\u5177\u4f18\u8d8a\u6027\u3002<\/p>\n<p>\u800c TripoSG \u7684\u5f00\u6e90\u66f4\u662f\u4e3a 3D \u751f\u6210\u9886\u57df\u6ce8\u5165\u4e86\u4e00\u5242\u5f3a\u5fc3\u9488\uff0c\u5176\u610f\u4e49\u4e0d\u4ec5\u5728\u4e8e\u6280\u672f\u4e0a\u7684\u7a81\u7834\uff0c\u66f4\u5728\u4e8e\u4e3a\u6574\u4e2a\u884c\u4e1a\u5f00\u8f9f\u4e86\u65b0\u7684\u53d1\u5c55\u65b9\u5411\u3002<\/p>\n<p><strong>TripoSF\uff1a\u95ed\u6e90 3D \u751f\u6210\u65b0 SOTA \u5e76\u5f00\u6e90\u57fa\u7840\u7ec4\u4ef6\u4e0e\u7b97\u6cd5<\/strong><\/p>\n<p>\u6b64\u524d\u95ed\u6e90 SOTA VAST \u63a8\u51fa\u7684 Tripo2.5 \u5df2\u786e\u7acb\u884c\u4e1a\u6807\u6746\uff0c\u800c\u65b0\u4e00\u4ee3 TripoSF \u4e0d\u4ec5\u4ee5\u95ed\u6e90 3D \u751f\u6210\u65b0 SOTA \u7684\u59ff\u6001\u7a81\u7834\u6027\u80fd\u6781\u9650\uff0c\u66f4\u5f00\u6e90\u57fa\u7840\u7ec4\u4ef6\u4e0e\u7b97\u6cd5\u63a8\u52a8\u751f\u6001\u53d1\u5c55\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-df7d8164854bdfe0d670ee60f2c94d75.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-df7d8164854bdfe0d670ee60f2c94d75.gif\"><\/a><\/section>\n<p>\u5728 3D \u751f\u6210\u9886\u57df\uff0c\u9ad8\u5206\u8fa8\u7387\u3001\u4efb\u610f\u62d3\u6251\u7684\u4e09\u7ef4\u91cd\u5efa\u662f\u4e00\u5927\u96be\u9898\uff0c\u9762\u4e34\u7740\u6a21\u578b\u751f\u6210\u7cbe\u5ea6\u3001\u62d3\u6251\u4f18\u5316\u3001\u5b9e\u65f6\u6e32\u67d3\u548c\u8ba1\u7b97\u8d44\u6e90\u7b49\u591a\u65b9\u9762\u7684\u6311\u6218\u3002<\/p>\n<p>\u4e00\u65b9\u9762\uff0c\u5f53\u9047\u5230\u4e0d\u89c4\u5219\u5f62\u72b6\u6216\u8005\u6d89\u53ca\u591a\u4e2a\u4ea4\u53c9\u70b9\u3001\u5206\u652f\u3001\u5b54\u6d1e\u3001\u8868\u9762\u53d8\u5316\u7b49\u590d\u6742\u62d3\u6251\u7ed3\u6784\u7684\u91cd\u5efa\u65f6\uff0c\u4f9d\u8d56\u7f51\u683c\u3001\u4f53\u7d20\u6216\u8005\u70b9\u4e91\u8868\u793a\u7684\u4e09\u7ef4\u91cd\u5efa\u65b9\u6cd5\u5f80\u5f80\u529b\u4e0d\u4ece\u5fc3\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u9ad8\u5206\u8fa8\u7387\u5efa\u6a21\u5219\u4e0d\u4ec5\u8981\u6c42\u6355\u6349\u5168\u5c40\u5f62\u72b6\uff0c\u66f4\u9700\u8981\u5728\u7ec6\u8282\u5c42\u6b21\u4e0a\u5904\u7406\u7eb9\u7406\u3001\u8868\u9762\u7ec6\u8282\u3001\u5fae\u89c2\u7ed3\u6784\u7b49\u3002<\/p>\n<p>\u7136\u800c\uff0c\u5f53\u524d\u4e3b\u6d41 3D \u8868\u793a\u65b9\u6cd5\uff0c\u6bd4\u5982\u9690\u5f0f\u573a\uff08SDF\/Occupancy\uff09\u3001\u663e\u5f0f\u7f51\u683c\u3001\u70b9\u4e91\uff0c\u8981\u4e48\u5bf9\u4e8e\u7ec6\u8282\u7684\u6355\u6349\u6548\u679c\u8f83\u5dee\uff0c\u5e76\u96be\u4ee5\u5b9e\u73b0\u5bf9\u9ad8\u9762\u6570\u3001\u590d\u6742\u62d3\u6251\u7ed3\u6784\u7684\u76f4\u63a5\u91cd\u5efa\uff1b\u8981\u4e48\u5728\u9ad8\u5206\u8fa8\u7387\u4e0b\u5b9e\u65f6\u6e32\u67d3\u65f6\u4ea7\u751f\u5de8\u5927\u7684\u5185\u5b58\u5f00\u9500\u3002\u8fd9\u5c31\u5bfc\u81f4\u4e1a\u754c\u5f88\u5c11\u6709\u6a21\u578b\u80fd\u591f\u751f\u6210\u5ab2\u7f8e\u4e13\u4e1a\u4e09\u7ef4\u6570\u5b57\u96d5\u523b\u5efa\u6a21\u8f6f\u4ef6 ZBrush \u6240\u521b\u4f5c\u51fa\u7684\u7684\u9ad8\u7cbe\u7ec6\u3001\u9ad8\u590d\u6742\u5ea6\u4f5c\u54c1\u3002<\/p>\n<p>\u4e3a\u4e86\u514b\u670d\u8fd9\u4e9b\u5c40\u9650\u6027\uff0cVAST \u63a8\u51fa\u4e86\u65b0\u4e00\u4ee3\u4e09\u7ef4\u57fa\u7840\u6a21\u578b TripoSF\uff0c\u5176\u6838\u5fc3\u662f\u5f15\u5165\u4e00\u79cd\u5168\u65b0\u7684\u8868\u793a\u65b9\u6cd5 \u2014\u2014 SparseFlex\uff0c\u5b9e\u73b0\u4e86\u57fa\u4e8e\u6e32\u67d3\u76d1\u7763\u7684\u9ad8\u5206\u8fa8\u7387\uff08\u6700\u9ad8\u53ef\u8fbe 1024\u00b3\uff09\u3001\u4efb\u610f\u62d3\u6251\u7ed3\u6784\u7684\u53ef\u5fae\u5206\u7f51\u683c\u91cd\u5efa\uff0c\u4e3a\u884c\u4e1a\u5e26\u6765\u5168\u65b0\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e54cde43d084e50cf791f4a9c849b579.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e54cde43d084e50cf791f4a9c849b579.gif\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-507921e18ba655791f6fdaf94e828175.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-507921e18ba655791f6fdaf94e828175.gif\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-260804e7b0b0bc1e129fc3dfe971034d.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-260804e7b0b0bc1e129fc3dfe971034d.gif\"><\/a><\/section>\n<p>SparseFlex \u76f8\u8f83\u4e8e\u4ee5\u5f80\u65b9\u6cd5\u6709\u54ea\u4e9b\u65b0\u9896\u4e4b\u5904\u5462\uff1fVAST \u79f0\uff0cSparseFlex \u5728\u501f\u9274\u82f1\u4f1f\u8fbe Flexicubes\uff08\u53ef\u5fae\u5206\u63d0\u53d6\u5e26\u5c16\u9510\u7279\u5f81\u7684\u7f51\u683c\uff09\u4f18\u52bf\u7684\u57fa\u7840\u4e0a\uff0c\u66f4\u8fdb\u4e00\u6b65\u5f15\u5165\u4e86\u7a00\u758f\u4f53\u7d20\u7ed3\u6784\u3002\u4e0e\u4f20\u7edf\u7684\u3001\u8986\u76d6\u6574\u4e2a\u7a7a\u95f4\u7684\u7a20\u5bc6\u7f51\u683c\u4e0d\u540c\uff0c\u7a00\u758f\u4f53\u7d20\u7ed3\u6784\u4ec5\u5728\u5fc5\u8981\u7684\u4f4d\u7f6e\uff08\u5373\u7269\u4f53\u8868\u9762\u9644\u8fd1\u7684\u533a\u57df\uff09\u5b58\u50a8\u548c\u8ba1\u7b97\u4f53\u7d20\u6570\u636e\uff0c\u907f\u514d\u4e86\u5b58\u50a8\u7a7a\u95f4\u6d6a\u8d39\u3002<\/p>\n<p>\u5177\u4f53\u6765\u8bb2\uff0cSparseFlex \u8868\u8fbe\u7684\u8bbe\u8ba1\u5e26\u6765\u4e86\u4e09\u5927\u663e\u8457\u4f18\u52bf\uff0c\u4e00\u662f\u5185\u5b58\u5360\u7528\u5927\u5927\u964d\u4f4e\uff0c\u4f7f\u5f97 TripoSF \u53ef\u4ee5\u5728 1024\u00b3 \u7684\u9ad8\u5206\u8fa8\u7387\u4e0b\u8fdb\u884c\u8bad\u7ec3\u548c\u63a8\u7406\uff1b\u4e8c\u662f\u539f\u751f\u652f\u6301\u4efb\u610f\u62d3\u6251\uff0c\u4e0d\u4ec5\u901a\u8fc7\u7701\u7565\u7a7a\u767d\u533a\u57df\u7684\u4f53\u7d20\u6765\u81ea\u7136\u5730\u8868\u793a\u5e03\u6599\u3001\u53f6\u7247\u7b49\u5f00\u653e\u8868\u9762\uff0c\u8fd8\u80fd\u6709\u6548\u5730\u6355\u6349\u5185\u90e8\u7ed3\u6784\uff1b\u4e09\u662f\u5f97\u76ca\u4e8e SparseFlex \u7684\u53ef\u5fae\u5206\u5c5e\u6027\uff0cTripoSF \u53ef\u4ee5\u4f7f\u7528\u6e32\u67d3\u635f\u5931\u8fdb\u884c\u7aef\u5230\u7aef\u8bad\u7ec3\uff0c\u4ece\u800c\u907f\u514d\u4e86\u6c34\u5bc6\u5316\u7b49\u6570\u636e\u8f6c\u6362\u9020\u6210\u7684\u7ec6\u8282\u9000\u5316\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ebfc8f8a584c5a7f71e3aaaa45057212.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ebfc8f8a584c5a7f71e3aaaa45057212.png\"><\/a><\/section>\n<p>\u9664\u4e86\u6838\u5fc3\u7684 SparseFlex \u8868\u793a\u65b9\u6cd5\uff0cTripoSF \u540c\u6837\u5728\u6a21\u578b\u8bad\u7ec3\u3001\u91cd\u5efa\u4e0e\u7f16\u89e3\u7801\u4e0a\u5c55\u73b0\u51fa\u4e86\u6280\u672f\u5148\u8fdb\u6027\u3002<\/p>\n<p>\u4e3a\u4e86\u5b9e\u73b0\u9ad8\u5206\u8fa8\u7387\u4e0b TripoSF \u7684\u9ad8\u6548\u8bad\u7ec3\uff0cVAST \u5f00\u53d1\u4e86\u4e00\u79cd\u300c\u89c6\u9525\u4f53\u611f\u77e5\u7684\u5206\u533a\u4f53\u7d20\u8bad\u7ec3\u300d\uff08Frustum-Aware Sectional Voxel Training\uff09\u7b56\u7565\u3002\u8be5\u7b56\u7565\u501f\u9274\u4e86\u5b9e\u65f6\u6e32\u67d3\u4e2d\u7684\u300c\u89c6\u9525\u4f53\u5254\u9664\u300d\u601d\u60f3\uff0c\u5728\u6bcf\u6b21\u8bad\u7ec3\u8fed\u4ee3\u4e2d\uff0c\u4ec5\u6fc0\u6d3b\u548c\u5904\u7406\u4f4d\u4e8e\u76f8\u673a\u89c6\u9525\u4f53\u5185\u7684 SparseFlex \u4f53\u7d20\u3002<\/p>\n<p>\u5982\u6b64\u4e00\u6765\uff0c\u4e00\u65b9\u9762\u51cf\u5c11\u4e86\u6e32\u67d3\u8d1f\u62c5\uff0c\u8fdb\u4e00\u6b65\u964d\u4f4e\u8bad\u7ec3\u6240\u9700\u7684\u5185\u5b58\u548c\u7b97\u529b\uff0c\u4f7f\u5f97 1024\u00b3 \u5206\u8fa8\u7387\u7684\u8bad\u7ec3\u6210\u4e3a\u53ef\u80fd\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u9996\u6b21\u5b9e\u73b0\u4ec5\u901a\u8fc7\u6e32\u67d3\u76d1\u7763\u91cd\u5efa\u6a21\u578b\u7684\u5185\u90e8\u7cbe\u7ec6\u7ed3\u6784\uff0c\u51cf\u5c11\u4e86\u5bf9\u9ad8\u6210\u672c\u6570\u636e\u7684\u4f9d\u8d56\uff0c\u5e76\u80fd\u5728\u52a8\u6001\u548c\u590d\u6742\u73af\u5883\u4e2d\u5b9e\u73b0\u66f4\u9ad8\u9002\u5e94\u6027\u3002<\/p>\n<p>\u800c\u5728 SparseFlex \u8868\u793a\u548c\u9ad8\u6548\u8bad\u7ec3\u7b56\u7565\u7684\u57fa\u7840\u4e0a\uff0cVAST \u8fdb\u4e00\u6b65\u6784\u5efa\u4e86 TripoSF \u53d8\u5206\u81ea\u7f16\u7801\u5668\uff08VAE\uff09\u3002\u4ece\u8f93\u5165\u3001\u7f16\u7801\u3001\u89e3\u7801\u5230\u8f93\u51fa\uff0cTripoSF VAE \u5f62\u6210\u4e86\u4e00\u6574\u5957\u5b8c\u5584\u9ad8\u6548\u7684\u5904\u7406\u6d41\u7a0b\uff0c\u6210\u4e3a TripoSF \u91cd\u5efa\u548c\u751f\u6210\u4f53\u9a8c\u5411\u524d\u8fc8\u51fa\u4e00\u5927\u6b65\u7684\u91cd\u8981\u57fa\u7840\uff0c\u5e76\u7387\u5148\u5f00\u6e90\u3002<\/p>\n<p>\u5176\u4e2d\u5728\u8f93\u5165\u65f6\u5904\u7406\u4ece\u4e09\u7ef4\u7f51\u683c\u91c7\u6837\u5f97\u5230\u7684\u70b9\u4e91\u6570\u636e\uff0c\u7136\u540e\u4f7f\u7528\u7a00\u758f Transformer \u5c06\u8f93\u5165\u7684\u51e0\u4f55\u6620\u5c04\u4e3a\u7d27\u51d1\u7684\u9690\u7a7a\u95f4\u7f16\u7801\uff0c\u63a5\u7740\u4ece\u9690\u7f16\u7801\u91cd\u5efa\u9ad8\u5206\u8fa8\u7387\u7684 SparseFlex \u53c2\u6570\u5e76\u91c7\u7528\u81ea\u526a\u679d\u4e0a\u91c7\u6837\u6a21\u5757\u6765\u4fdd\u6301\u7a00\u758f\u6027\u5e76\u7cbe\u786e\u5b9a\u4e49\u8fb9\u754c\uff08\u5f00\u653e\u8868\u9762\u7684\u6548\u679c\u5c24\u4e3a\u663e\u8457\uff09\uff0c\u6700\u540e\u751f\u6210 SparseFlex \u53c2\u6570\u4ee5\u63d0\u53d6\u9ad8\u8d28\u91cf\u7684\u4e09\u7ef4\u7f51\u683c\u3002<\/p>\n<p>\u6548\u679c\u663e\u800c\u6613\u89c1\uff0c\u5728\u4e0e\u6240\u6709\u95ed\u6e90\u6a21\u578b\u7684\u76f4\u63a5\u8f83\u91cf\u4e2d\uff0cTripoSF \u7684\u8d28\u91cf\u8fbe\u5230\u4e86 SOTA\u3002\u5728\u591a\u4e2a\u6807\u51c6\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cTripoSF \u5b9e\u73b0\u4e86\u7ea6 82% \u7684\u5012\u89d2\u8ddd\u79bb\uff08Chamfer Distance\uff09\u964d\u4f4e\u548c\u7ea6 88% \u7684 F-score \u63d0\u5347\uff0c\u5728\u7cbe\u7ec6\u7ec6\u8282\u3001\u5f00\u653e\u8868\u9762\u4ee5\u53ca\u5185\u90e8\u51e0\u4f55\u7ed3\u6784\u7684\u6355\u6349\u4e0a\u505a\u5230\u4e86\u884c\u4e1a\u9886\u5148\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5ed9dde54b0d23c7d0a933317718bc87.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5ed9dde54b0d23c7d0a933317718bc87.png\"><\/a><\/section>\n<p>VAST \u8868\u793a\uff0c\u4f5c\u4e3a TripoSF \u5f00\u6e90\u9879\u76ee\u7684\u7b2c\u4e00\u9636\u6bb5\uff0cTripoSF VAE \u4e3a\u5b8c\u6574\u7684 3D \u751f\u6210\u7cfb\u7edf\u63d0\u4f9b\u4e86\u6838\u5fc3\u7684\u7f16\u89e3\u7801\u80fd\u529b\u3002\u53e6\u5916\uff0cVAST \u8fd8\u57fa\u4e8e VAE \u9690\u7a7a\u95f4\u6784\u5efa\u4e86 Rectified Flow Transformer \u751f\u6210\u6a21\u578b\uff0c\u4ee5\u9ad8\u6548\u751f\u6210\u9ad8\u4fdd\u771f\u7684\u4e09\u7ef4\u6a21\u578b\u3002\u6ee1\u8840\u7248 TripoSF \u751f\u6210\u6a21\u578b\u5c06\u5728 Tripo3.0 \u7248\u672c\u4e2d\u4eae\u76f8\u3002<\/p>\n<p>\u6b64\u6b21\uff0cTripoSF VAE \u4ee5\u53ca\u6838\u5fc3 SparseFlex \u8868\u793a\u7684\u5f00\u6e90\uff0c\u5c06\u4f7f\u66f4\u591a\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\u4f53\u9a8c\u5230\u5176\u4e3a\u9ad8\u5206\u8fa8\u7387\u4e09\u7ef4\u91cd\u5efa\u5e26\u6765\u7684\u6027\u80fd\u589e\u76ca\uff0c\u5e76\u57fa\u4e8e\u5b83\u63a2\u7d22\u66f4\u591a\u7684\u5e94\u7528\u53ef\u80fd\u6027\u3002\u8fd9\u8ba9\u6211\u4eec\u66f4\u52a0\u671f\u5f85 TripoSF \u4e0b\u4e00\u9636\u6bb5\u7684\u5f00\u6e90\uff0c\u5c4a\u65f6 VAST \u4f1a\u4e3a\u793e\u533a\u5e26\u6765\u66f4\u591a\u524d\u6cbf 3D \u6280\u672f\u3002<\/p>\n<p><strong>\u7ed3\u8bed<\/strong><\/p>\n<p>VAST \u4e24\u5927\u6a21\u578b\u7684\u5f00\u6e90\u53ea\u662f\u4e2a\u5f00\u59cb\uff0c\u8fd9\u6837\u4e00\u6ce2\u6280\u672f\u66f4\u65b0\uff0c\u4f1a\u4e3a 3D \u5f00\u6e90\u793e\u533a\u6ce8\u5165\u65b0\u7684\u6d3b\u529b\u3002<\/p>\n<p>\u89c6\u9891\u751f\u6210\u4e4b\u540e\uff0c\u4eba\u4eec\u90fd\u5728\u671f\u5f85 AI \u5e26\u6765\u7684 3D \u521b\u4f5c\u80fd\u529b\u3002\u5728\u56fd\u5185\u5916\u793e\u533a\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u8bbe\u8ba1\u5e08\u6b63\u5728\u5c1d\u8bd5\u628a 3D \u751f\u6210\u6a21\u578b\u5f15\u5165\u81ea\u5df1\u7684\u5de5\u4f5c\u6d41\uff0c\u6539\u8fdb\u6e38\u620f\u3001\u89c6\u9891\u3001\u5de5\u4e1a\u8bbe\u8ba1\u7b49\u9886\u57df\u7684\u751f\u4ea7\u5f62\u6001\u3002\u7531\u4e8e AI \u751f\u6210\u7684\u5185\u5bb9\u8d8a\u6765\u8d8a\u7cbe\u7ec6\u3001\u51c6\u786e\uff0c\u5f88\u591a\u4e00\u76f4\u4ee5\u6765\u9762\u4e34\u7684\u6311\u6218\u8fce\u5203\u800c\u89e3\u3002\u5728 2024 \u5e74\u521d\u4e0e Stability.ai \u4e00\u8d77\u5408\u4f5c\u5f00\u6e90 TripoSR \u65f6\uff0cVAST \u66fe\u5b9a\u4e49 3D \u751f\u6210\u6280\u672f\u5f53\u65f6\u7b2c\u4e00\u6b21\u8fbe\u5230\u4e86 Midjourney V3 \u7684\u6210\u719f\u5ea6\uff0c\u5e76\u5224\u65ad 2025 \u5e74 3D \u751f\u6210\u4f1a\u8fbe\u5230 Midjourney V5 \u7684\u6c34\u5e73\uff0c\u5982\u4eca\u53ef\u89c1\u6280\u672f\u5411\u524d\u8fc8\u8fdb\u7684\u901f\u5ea6\u7740\u5b9e\u6bd4\u9884\u8ba1\u7684\u66f4\u5feb\u3002<\/p>\n<p>\u4ee5 AI \u6280\u672f\u53d1\u5c55\u7684\u89d2\u5ea6\u6765\u770b\uff0c3D \u751f\u6210\u8fd8\u662f\u300c\u4e16\u754c\u6a21\u578b\u300d\u7684\u57fa\u5ea7\uff0c\u66f4\u5f3a\u5927\u7684 3D \u751f\u6210\u6280\u672f\uff0c\u5c06\u4f1a\u62d3\u5c55 AI \u7684\u524d\u6cbf\u3002<\/p>\n<p>\u53ef\u4ee5\u9884\u89c1\uff0c\u5728 VAST \u8fd9\u4e00\u6ce2\u5f00\u6e90\u4e4b\u540e\uff0c3D \u5927\u6a21\u578b\u6216\u8bb8\u5f88\u5feb\u8fbe\u5230\u5b9e\u7528\u5316\u548c\u5546\u4e1a\u5316\u7684\u7a0b\u5ea6\uff0c\u5e76\u50ac\u751f\u51fa\u66f4\u591a\u65b0\u573a\u666f\u7684\u843d\u5730\u5e94\u7528\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-28-11\" target=\"_blank\">3D\u9886\u57dfDeepSeek\u300c\u6e90\u795e\u300d\u542f\u52a8\uff01\u56fd\u4ea7\u660e\u661f\u521b\u4e1a\u516c\u53f8\uff0c\u4e00\u53e3\u6c14\u5f00\u6e90\u516b\u5927\u9879\u76ee<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:3D\u9886\u57dfDeepSee [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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